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Development of Multiplex Real-Time RT-qPCR Assays for the Detection of SARS-CoV-2, Influenza A/B, and MERS-CoV
Published on: November 10, 2023
Cumulative respiratory pathogen detection burden by multiplex PCR is associated with mortality in a TB-enriched ICU
Jurong Yan1, Qian He1, Lihui Zhao1
1Department of Clinical Laboratory, Wuhan Pulmonary Hospital, Wuhan, China.
Abstract:
Rapid multiplex polymerase chain reaction (mPCR) is increasingly used in intensive care units (ICUs), but the prognostic value of cumulative pathogen detection burden in critically ill patients with suspected pulmonary tuberculosis (TB) or complex respiratory infections remains unclear. We retrospectively studied 130 ICU patients with severe respiratory symptoms and suspected TB or complex respiratory infections. Bronchoalveolar lavage fluid (BALF) was analyzed by mPCR within 48 h of admission. Multivariable logistic and Cox proportional hazards regression models evaluated the association between total pathogen detection count and mortality after adjustment for age, Acute Physiology and Chronic Health Evaluation II score, prior anti-infective therapy, and pre-ICU hospitalization duration. The mPCR positivity rate was 93.8%, with mixed-category co-detections in 46.9%. The most frequently detected targets were Mycobacterium tuberculosis (65.4%), Candida albicans (38.5%), and Pseudomonas aeruginosa (30.0%). Receiver operating characteristic analysis identified an exploratory threshold of >3 detected targets for mortality risk stratification. In adjusted models, total pathogen detection count remained associated with in-hospital mortality (adjusted OR 1.55, 95% CI 1.14-2.16; P = 0.007) and 60 day mortality hazard (adjusted HR 1.42, 95% CI 1.11-1.82; P = 0.006). Sensitivity analyses excluding Candida albicans or detections with raw Ct values >35 showed similar findings. In this single-center, TB-enriched ICU cohort, BALF mPCR revealed frequent mixed-category pathogen detections. Cumulative pathogen detection burden was associated with short-term mortality after adjustment for clinical severity and selected pre-sampling exposures. Because molecular detection does not necessarily indicate active infection, these findings should be interpreted as evidence that pathogen detection complexity may serve as an exploratory risk-stratification signal requiring prospective validation.
Importance:
Rapid molecular assays frequently detect multiple respiratory pathogens in critically ill patients, but the clinical interpretation of these complex results remains challenging. In this single-center intensive care unit (ICU) cohort enriched for suspected tuberculosis and complex respiratory infections, bronchoalveolar lavage fluid multiplex polymerase chain reaction showed frequent mixed-category pathogen detections. A higher cumulative pathogen detection count was associated with increased short-term mortality after adjustment for illness severity, prior anti-infective therapy, and pre-ICU hospitalization duration. These findings suggest that pathogen detection complexity may provide a risk-stratification signal beyond simple pathogen identification. However, molecular detection does not necessarily indicate active infection, and the observed association should not be interpreted as evidence that reducing detection burden alone would improve outcomes. Prospective multicenter studies incorporating adjudicated infection status, antimicrobial exposure, host immune status, and semi-quantitative pathogen-load metrics are needed to validate whether this metric can be incorporated into ICU prognostic models.
Insights
In critically ill patients, a higher number of pathogens detected by multiplex PCR in respiratory samples is linked to increased short-term mortality. This pathogen detection burden may serve as an exploratory risk signal in intensive care units.
Area of Science:
- Critical Care Medicine
- Infectious Diseases
- Molecular Diagnostics
Background:
- Multiplex polymerase chain reaction (mPCR) is increasingly used in intensive care units (ICUs) for respiratory pathogen detection.
- The prognostic value of cumulative pathogen detection burden in critically ill patients with suspected tuberculosis (TB) or complex respiratory infections is unclear.
Purpose of the Study:
- To evaluate the association between cumulative pathogen detection count and mortality in ICU patients with suspected TB or complex respiratory infections.
- To determine if pathogen detection burden can serve as a risk-stratification signal beyond simple pathogen identification.
Main Methods:
- Retrospective study of 130 ICU patients with severe respiratory symptoms.
- Bronchoalveolar lavage fluid (BALF) analyzed by mPCR within 48 hours of admission.
- Multivariable logistic and Cox regression models used to assess the association between total pathogen detection count and mortality, adjusted for clinical factors.
Main Results:
- The mPCR positivity rate was 93.8%, with 46.9% having mixed-category co-detections.
- Higher cumulative pathogen detection count was significantly associated with in-hospital mortality (aOR 1.55) and 60-day mortality (aHR 1.42).
- Exploratory threshold of >3 detected targets identified for mortality risk stratification.
Conclusions:
- Cumulative pathogen detection burden in BALF, identified by mPCR, is associated with short-term mortality in a TB-enriched ICU cohort.
- Pathogen detection complexity may offer an exploratory risk-stratification signal, but does not necessarily indicate active infection.
- Prospective multicenter studies are needed to validate this metric for ICU prognostic models.
